|
--- |
|
license: apache-2.0 |
|
language: |
|
- ar |
|
tags: |
|
- summarization |
|
- AraBERT |
|
- BERT |
|
- BERT2BERT |
|
- MSA |
|
- Arabic Text Summarization |
|
- Arabic News Title Generation |
|
- Arabic Paraphrasing |
|
- Summarization |
|
- generated_from_trainer |
|
- Transformers |
|
- PyTorch |
|
widget: |
|
- text: >- |
|
شهدت مدينة طرابلس، مساء أمس الأربعاء، احتجاجات شعبية وأعمال شغب لليوم |
|
الثالث على التوالي، وذلك بسبب تردي الوضع المعيشي والاقتصادي. واندلعت |
|
مواجهات عنيفة وعمليات كر وفر ما بين الجيش اللبناني والمحتجين استمرت |
|
لساعات، إثر محاولة فتح الطرقات المقطوعة، ما أدى إلى إصابة العشرات من |
|
الطرفين. |
|
datasets: |
|
- xlsum |
|
model-index: |
|
- name: arabartsummarization |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# AraBART-summ |
|
|
|
## Model description |
|
|
|
More information needed |
|
|
|
## Intended uses & limitations |
|
|
|
More information needed |
|
|
|
## Training and evaluation data |
|
|
|
More information needed |
|
|
|
## Training procedure |
|
|
|
### Training hyperparameters |
|
|
|
The following hyperparameters were used during training: |
|
- learning_rate: 5e-05 |
|
- train_batch_size: 4 |
|
- eval_batch_size: 4 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 1 |
|
|
|
## Validation Metrics |
|
|
|
- Loss: 2.3417 |
|
- Rouge1: 2.353 |
|
- Rouge2: 1.103 |
|
- RougeL: 1.176 |
|
- RougeLsum: 1.521 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 2.7555 | 1.0 | 9380 | 2.3417 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.25.1 |
|
- Pytorch 1.13.0+cu116 |
|
- Datasets 2.7.1 |
|
- Tokenizers 0.13.2 |
|
|
